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Research

Papers for “question answering”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

TitleAuthorsYearSource
TwiRGCN: Temporally Weighted Graph Convolution for Question Answering over Temporal Knowledge GraphsAditya Sharma, Apoorv Saxena, Chitrank Gupta2022arxiv 2210.06281
Community Question Answering Platforms vs. Twitter for Predicting Characteristics of Urban NeighbourhoodsMarzieh Saeidi, Alessandro Venerandi, Licia Capra2017arxiv 1701.04653
Tips and Tricks for Visual Question Answering: Learnings from the 2017 ChallengeDamien Teney, Peter Anderson, Xiaodong He2017arxiv 1708.02711
Enhanced Textual Feature Extraction for Visual Question Answering: A Simple Convolutional ApproachZhilin Zhang, Fangyu Wu2024arxiv 2405.00479
Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question AnsweringRongzhi Zhu, Xiangyu Liu, Zequn Sun2025arxiv 2502.14245
KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree SearchHaoran Luo, Haihong E, Yikai Guo2025arxiv 2501.18922
K-COMP: Retrieval-Augmented Medical Domain Question Answering With Knowledge-Injected CompressorJeonghun Cho, Gary Geunbae Lee2025arxiv 2501.13567
VietMEAgent: Culturally-Aware Few-Shot Multimodal Explanation for Vietnamese Visual Question AnsweringHai-Dang Nguyen, Minh-Anh Dang, Minh-Tan Le2025arxiv 2511.09058
BharatBBQ: A Multilingual Bias Benchmark for Question Answering in the Indian ContextAditya Tomar, Nihar Ranjan Sahoo, Pushpak Bhattacharyya2025arxiv 2508.07090
Tri-VQA: Triangular Reasoning Medical Visual Question Answering for Multi-Attribute AnalysisLin Fan, Xun Gong, Cenyang Zheng2024arxiv 2406.15050
RISE: Reasoning Enhancement via Iterative Self-Exploration in Multi-hop Question AnsweringBolei He, Xinran He, Mengke Chen2025arxiv 2505.21940
GraphEQA: Using 3D Semantic Scene Graphs for Real-time Embodied Question AnsweringSaumya Saxena, Blake Buchanan, Chris Paxton2024arxiv 2412.14480
Reasoning in Trees: Improving Retrieval-Augmented Generation for Multi-Hop Question AnsweringYuling Shi, Maolin Sun, Zijun Liu2026arxiv 2601.11255
Conformal Path Reasoning: Trustworthy Knowledge Graph Question Answering via Path-Level CalibrationShuhang Lin, Chuhao Zhou, Xiao Lin2026arxiv 2605.08077
RoboSurg-VQA: A Multimodal Benchmark for Surgical Segmentation-Aware Visual Question AnsweringChengyi Zhang, Zi Ye, Ziyang Wang2026arxiv 2605.23068
Bridging Dual Knowledge Graphs for Multi-Hop Question Answering in Construction SafetyYuxin Zhang, Xi Wang, Mo Hu2025arxiv 2507.13625
SEGRA: Structured Experience-Guided Graph Reasoning Agent for Gremlin Based Question AnsweringSaiyue Lyu, Mariam Dundua, Vishaal Kapoor2026arxiv 2607.22713
Text-based Question Answering from Information Retrieval and Deep Neural Network Perspectives: A SurveyZahra Abbasiantaeb, Saeedeh Momtazi2020arxiv 2002.06612
ProSLM : A Prolog Synergized Language Model for explainable Domain Specific Knowledge Based Question AnsweringPriyesh Vakharia, Abigail Kufeldt, Max Meyers2024arxiv 2409.11589
Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random WalksKanishka Misra, Cicero Nogueira dos Santos, Siamak Shakeri2023arxiv 2306.04009